On learning functions over biological sequence space: relating Gaussian process priors, regularization, and gauge fixing

Samantha Petti, Carlos Martí-Gómez, Justin B. Kinney +2

Mappings from biological sequences (DNA, RNA, protein) to quantitative measures of sequence functionality play an important role in contemporary biology. We are interested in the r…